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Debmalya BiswasPaper on 'MLOps for Compositional AI' published at <a href="https://me.dm/tags/NeurIPS" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS</a> 2022 Workshop on Challenges in Deploying and Monitoring Machine Learning Systems (DMML). Paper: <a href="https://www.researchgate.net/publication/364603411_MLOps_for_Compositional_AI" rel="nofollow noopener" target="_blank">https://www.researchgate.net/publication/364603411_MLOps_for_Compositional_AI</a>A blog version of the paper is also available on <a href="https://me.dm/@towardsdatascience" class="u-url mention" rel="nofollow noopener" target="_blank">@towardsdatascience</a> <a href="https://towardsdatascience.com/bridging-dataops-mlops-301f010caf30" rel="nofollow noopener" target="_blank">https://towardsdatascience.com/bridging-dataops-mlops-301f010caf30</a><a href="https://me.dm/tags/neurips2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurips2022</a> <a href="https://me.dm/tags/mlops" class="mention hashtag" rel="nofollow noopener" target="_blank">#mlops</a> <a href="https://me.dm/tags/compositionalai" class="mention hashtag" rel="nofollow noopener" target="_blank">#compositionalai</a> <a href="https://me.dm/tags/artificialintelligence" class="mention hashtag" rel="nofollow noopener" target="_blank">#artificialintelligence</a> <a href="https://me.dm/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#machinelearning</a> <a href="https://me.dm/tags/dataops" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataops</a> <a href="https://me.dm/tags/dmml" class="mention hashtag" rel="nofollow noopener" target="_blank">#dmml</a> <a href="https://me.dm/tags/paper" class="mention hashtag" rel="nofollow noopener" target="_blank">#paper</a> <a href="https://me.dm/tags/wiproai" class="mention hashtag" rel="nofollow noopener" target="_blank">#wiproai</a> <a href="https://me.dm/tags/enterpriseai" class="mention hashtag" rel="nofollow noopener" target="_blank">#enterpriseai</a>

Emtiyaz KhanThe video of my <a href="https://mastodon.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> talk on “building sustainable communities” is online now. I talk about two communities I help to build about 20 and 15 yrs respectively. Those are still running! I argue for sustainable efforts, no matter how small scale they are, because over time they really deliver. Video: <a href="https://slideslive.com/38995247" rel="nofollow noopener" target="_blank">https://slideslive.com/38995247</a>Thanks to Sara Hooker, Rosanne Liu and coorganizer for inviting me.

Juho Kim<a href="https://hci.social/@bwaber" class="u-url mention" rel="nofollow noopener" target="_blank">@bwaber</a> Thank you for this! I have an updated version of the talk that was a keynote at <a href="https://hci.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> in case you might be interested: <a href="https://slideslive.com/38996064" rel="nofollow noopener" target="_blank">https://slideslive.com/38996064</a>

Juho KimThe video of my <a href="https://hci.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> keynote on "Interaction-Centric AI" is finally publicly available. Happy to discuss & collaborate with people who find it relevant and interesting. A big thank you to Alice Oh for moderating the session.<a href="https://slideslive.com/38996064" rel="nofollow noopener" target="_blank">https://slideslive.com/38996064</a>

NeurIPSConfYou can now watch the recorded material from <a href="https://mastodon.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> online without registration at:<a href="https://slideslive.com/neurips-2022" rel="nofollow noopener" target="_blank">https://slideslive.com/neurips-2022</a>

Michal ValkoBYOL-Explore getting the apple! <a href="https://www.deepmind.com/publications/byol-explore-exploration-by-bootstrapped-prediction" rel="nofollow noopener" target="_blank">https://www.deepmind.com/publications/byol-explore-exploration-by-bootstrapped-prediction</a> w/ Zhaohan Daniel Guo, Shantanu Thakoor, Miruna Pislar, Corentin Tallec, Florent Altché, Bernardo Avila Pires, Robin (Yunhao) Tang, Alaa Saade, Jean-Bastien Grill, Mohammad Gheshlaghi Azar, Bilal Piot, Remi Munos, Daniele Calandriello <a href="https://mastodon.social/tags/neurips2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#neurips2022</a> <a href="https://mastodon.social/tags/worldmodels" class="mention hashtag" rel="nofollow noopener" target="_blank">#worldmodels</a> <a href="https://mastodon.social/tags/reinforcementlearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#reinforcementlearning</a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#ai</a>

Ricard MarxerFor the last highlight of 2022, our latest contribution on exploiting high-level structure in <a href="https://sigmoid.social/tags/Speech" class="mention hashtag" rel="nofollow noopener" target="_blank">#Speech</a> for <a href="https://sigmoid.social/tags/SelfSupervised" class="mention hashtag" rel="nofollow noopener" target="_blank">#SelfSupervised</a> learning. Presented at <a href="https://sigmoid.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a>Joint work with @tiagoCuervoG@twitter.com, Adrian Łancucki, Paweł Rychlikowski and Jan Chorowski.Check out the nice summary 👇<a href="https://twitter.com/tiagoCuervoG/status/1608119507519959040?t=nnqXLZCej5KRUIpQGEUYLA&s=19" rel="nofollow noopener" target="_blank">https://twitter.com/tiagoCuervoG/status/1608119507519959040?t=nnqXLZCej5KRUIpQGEUYLA&s=19</a>

Anna IvanovaMIT News covered our latest study of computer programming in the brain 🙂<a href="https://news.mit.edu/2022/your-brain-your-brain-code-1221" rel="nofollow noopener" target="_blank">https://news.mit.edu/2022/your-brain-your-brain-code-1221</a> <a href="https://mstdn.science/tags/fmri" class="mention hashtag" rel="nofollow noopener" target="_blank">#fmri</a> <a href="https://mstdn.science/tags/programming" class="mention hashtag" rel="nofollow noopener" target="_blank">#programming</a> <a href="https://mstdn.science/tags/cogneuro" class="mention hashtag" rel="nofollow noopener" target="_blank">#cogneuro</a> <a href="https://mstdn.science/tags/deeplearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#deeplearning</a> <a href="https://mstdn.science/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a>

ML ⇌ Science ColaboratoryWatch our own <a href="https://bayes.club/@sethaxen" class="u-url mention" rel="nofollow noopener" target="_blank">@sethaxen</a> summarize our recent <a href="https://fediscience.org/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> workshop paper on modeling European <a href="https://fediscience.org/tags/paleoclimate" class="mention hashtag" rel="nofollow noopener" target="_blank">#paleoclimate</a> using <a href="https://fediscience.org/tags/GaussianProcesses" class="mention hashtag" rel="nofollow noopener" target="_blank">#GaussianProcesses</a>!<a href="https://youtu.be/ZFiJHmZbpZA" rel="nofollow noopener" target="_blank">https://youtu.be/ZFiJHmZbpZA</a><a href="https://scicomm.xyz/@ml4science" class="u-url mention" rel="nofollow noopener" target="_blank">@ml4science</a> <a href="https://xn--baw-joa.social/@unituebingen" class="u-url mention" rel="nofollow noopener" target="_blank">@unituebingen</a> <a href="https://fosstodon.org/@sommer" class="u-url mention" rel="nofollow noopener" target="_blank">@sommer</a> <a href="https://bayes.club/@alvaro" class="u-url mention" rel="nofollow noopener" target="_blank">@alvaro</a>

Tim PearceInterested in neural networks, survival analysis, and quantile regression? This paper is for you. 😁 As presented at <a href="https://sigmoid.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a>.Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis Paper: <a href="https://arxiv.org/abs/2205.13496" rel="nofollow noopener" target="_blank">https://arxiv.org/abs/2205.13496</a>

Victor Paléologue<a href="https://fediscience.org/tags/MineDojo" class="mention hashtag" rel="nofollow noopener" target="_blank">#MineDojo</a> <a href="https://minedojo.org/" rel="nofollow noopener" target="_blank">https://minedojo.org/</a> associates an <a href="https://fediscience.org/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> to a <a href="https://fediscience.org/tags/Minecraft" class="mention hashtag" rel="nofollow noopener" target="_blank">#Minecraft</a> game. Given a prompt describing an action, it will drive the character to perform them. That does not seem much, but that means the <a href="https://fediscience.org/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> is embodied in a character, which is key to grounding the knowledge.It is trained on YouTube videos where people explain what they do. They received <a href="https://fediscience.org/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> Outstanding Paper Award.

Rowan McAllisterWe had a great <a href="https://sigmoid.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> workshop ML for Autonomous Driving!Most videos now here: <a href="https://ml4ad.github.io/" rel="nofollow noopener" target="_blank">https://ml4ad.github.io/</a> (slideslive videos out later)Thank you speakers, reviewers, authors, attendees, organizers: Jiachen Li (lead), Nigamaa Nayakanti, Xinshuo Weng, Daniel Omeiza, Ali Baheri, Germán Ros

Toby WalshA paper at <a href="https://aus.social/tags/NeurIPS22" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS22</a>Random Rank: The One and Only Strategyproof and Proportionally Fair Randomized Facility Location Mechanism <a href="https://bytez.com/read/neurips/53479" rel="nofollow noopener" target="_blank">https://bytez.com/read/neurips/53479</a> <a href="https://aus.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> <a href="https://aus.social/tags/bytez" class="mention hashtag" rel="nofollow noopener" target="_blank">#bytez</a> <a href="https://aus.social/tags/friendly" class="mention hashtag" rel="nofollow noopener" target="_blank">#friendly</a>-papers via @bytez@twitter.com

Borhane Blili-Hamelin, PhDThis BABL AI podcast conversation with Shea Brown was so much fun for me! We explore parallels between the challenge of putting AI ethics into practice in industry versus research settings. Other issues we discuss include: the relationship between ethical risks and technical failures; taking a socio-technical perspective on AI risk; ethics review for AI research; new practical solutions like AVID; the importance and limitations of IRB; etc. <a href="https://lunchtime-babling.simplecast.com/episodes/007-a-conversation-exploring-the-socio-technical-side-of-ai-ethics-with-special-guest-borhane-blili-hamelin" rel="nofollow noopener" target="_blank">https://lunchtime-babling.simplecast.com/episodes/007-a-conversation-exploring-the-socio-technical-side-of-ai-ethics-with-special-guest-borhane-blili-hamelin</a> <a href="https://dair-community.social/tags/aiethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#aiethics</a> <a href="https://dair-community.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a>

NeurIPSConfAll registered attendees of <a href="https://mastodon.social/tags/Neurips2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#Neurips2022</a>, please fill out the Post Conference Survey. It will take only 5 minutes and your feedback will help us make NeurIPS 2023 even better<a href="https://neurips.cc/Surveys/73" rel="nofollow noopener" target="_blank">https://neurips.cc/Surveys/73</a>

Minh TrinhLooking forward to the workshop on <a href="https://mastodon.online/tags/AI" class="mention hashtag" rel="tag">#AI</a> and <a href="https://mastodon.online/tags/climatechange" class="mention hashtag" rel="tag">#climatechange</a> today <a href="https://mastodon.online/tags/climatechangeai" class="mention hashtag" rel="tag">#climatechangeai</a> <a href="https://mastodon.online/tags/neurips2022" class="mention hashtag" rel="tag">#neurips2022</a> <a href="https://www.climatechange.ai/events/neurips2022" target="_blank" rel="nofollow noopener" translate="no">https://www.climatechange.ai/events/neurips2022</a>

Marc LanctotToday is the <a href="https://sigmoid.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> <a href="https://sigmoid.social/tags/DeepRL" class="mention hashtag" rel="nofollow noopener" target="_blank">#DeepRL</a> workshop, starting in just a few hours!We have two papers there which may be of interest to <a href="https://sigmoid.social/tags/MARL" class="mention hashtag" rel="nofollow noopener" target="_blank">#MARL</a> <a href="https://sigmoid.social/tags/gametheory" class="mention hashtag" rel="nofollow noopener" target="_blank">#gametheory</a> <a href="https://sigmoid.social/tags/RL" class="mention hashtag" rel="nofollow noopener" target="_blank">#RL</a> researchers: - ESCHER: Eschewing Importance Sampling in Games by Computing a History Value Function to Estimate Regret my McAleer et al. (<a href="https://openreview.net/forum?id=GMMdlnRYj4" rel="nofollow noopener" target="_blank">https://openreview.net/forum?id=GMMdlnRYj4</a>), and- A Unified Approach to Reinforcement Learning, Quantal Response Equilibria, and Two-Player Zero-Sum Games by Sokota and D'Orazio et al. (<a href="https://openreview.net/forum?id=ndZ42T8iUmd" rel="nofollow noopener" target="_blank">https://openreview.net/forum?id=ndZ42T8iUmd</a>),

Emre KıcımanIt was great to be at <a href="https://hci.social/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> last week and catch up with so many friends and colleagues! Excited about the breadth of <a href="https://hci.social/tags/causalML" class="mention hashtag" rel="nofollow noopener" target="_blank">#causalML</a> work there, including much work on <a href="https://hci.social/tags/causality" class="mention hashtag" rel="nofollow noopener" target="_blank">#causality</a> from our team at Microsoft Research. I wanted to highlight a few in a brief thread:

Thibaut VidalAnd the winners 🏆 of the EURO Meets <a href="https://mas.to/tags/NeurIPS2022" class="mention hashtag" rel="nofollow noopener" target="_blank">#NeurIPS2022</a> Vehicle Routing competition are... 1) Kleopatra: Kai Jungel, Léo Baty, Patrick Klein, from Technical University of Munich & Ecole des Ponts ParisTech 2) OptiML: Jasper van Doorn, Leon Lan, Luuk Pentinga, Niels Wouda, from Vrije Universiteit Amsterdam (VU Amsterdam) & University of Groningen 3) Team_sb: Yeong-Dae Kwon, Jinho Choo, Daseul Bae, Jihoon Kim, André Hottung, from SamsungSDS Korea & Bielefeld University

Minh TrinhThe state of <a href="https://mastodon.online/tags/ai" class="mention hashtag" rel="tag">#ai</a> research at <a href="https://mastodon.online/tags/neurips2022" class="mention hashtag" rel="tag">#neurips2022</a>

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